Pix2pix is the image to image translation system.
Pix2pix is a technique that uses an Artificial intelligence. Used to do an image to image translation. which means changing the input image from only a few lines to full drawn output image as shown in the image.
It is able to understand the lines you draw then create the main shape of your drawing. After that, it fills the image with colors and effects to turn it as real as a photographed picture. It feels the drawing with colors to give it a realistic look then it will look like a photographed picture. It happens using the new technology called “GAN” Generative Adversarial Networks.
By using the normal pix2pix tool that you can find online. It will be hard to draw a perfect human face using only shapes.
But you will need a much better technology that is called G.A.N. (Generative Adversarial Networks) that improved by Nvidia.
Generative Adversarial Networks
The idea of creating very human-looking faces is horrible in some way. imagine how many scammers can create a fake I.D. with this technology. also, it can be used in a very good way of making – as an example – the characters in games. which can make it more realistic and human looking. note that the creators and developers of this technology are Nvidia. the leading company in games graphics field.
Everyone can try this technology now online at this link. Try pix2pix.
you can try to draw something and drawing it means to give the computer outlines of the desired image.
Then it will return it to you as a complete perfect photograph. go try it
Pix2pix on Twitter
This might show it a bit better. Left is input, right is output. My latest progress in neural enhancement using a modified #pix2pix architecture which tries to achieve better details. The training data right now is female faces only. pic.twitter.com/VQg8RsX2pa
— Mario Klingemann (@quasimondo) November 25, 2017
— Prosthetic Knowledge (@prostheticknowl) August 28, 2017
Here are some pictures that are created by pix2pix :